Common Dimensions (ComDim) is a multi-block method that simultaneously considers multiple data tables to find latent components that are common to all the tables as well as those specific to each data table, along with the contribution of each table to each component. See Jouan-Rimbaud Bouveresse and Rutledge (2024) <doi:10.1002/cem.3454>, Boccard and Rutledge (2013) <doi:10.1016/j.aca.2013.01.022>, and Puig-Castellví et al. (2021) <doi:10.1016/j.chemolab.2021.104422>.
| Version: | 1.0.0 |
| Depends: | methods |
| Imports: | pracma, utils, ggplot2, ConsensusOPLS |
| Suggests: | gridExtra, imputeLCMD, ica, MultiAssayExperiment, SummarizedExperiment, ropls |
| Published: | 2026-05-13 |
| DOI: | 10.32614/CRAN.package.R.ComDim (may not be active yet) |
| Author: | Francesc Puig-Castellví [aut, cre] |
| Maintainer: | Francesc Puig-Castellví <puig.francesc at gmail.com> |
| License: | MIT + file LICENSE |
| NeedsCompilation: | no |
| Citation: | R.ComDim citation info |
| CRAN checks: | R.ComDim results |
| Reference manual: | R.ComDim.html , R.ComDim.pdf |
| Package source: | R.ComDim_1.0.0.tar.gz |
| Windows binaries: | r-devel: not available, r-release: not available, r-oldrel: not available |
| macOS binaries: | r-release (arm64): R.ComDim_1.0.0.tgz, r-oldrel (arm64): R.ComDim_1.0.0.tgz, r-release (x86_64): R.ComDim_1.0.0.tgz, r-oldrel (x86_64): R.ComDim_1.0.0.tgz |
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